Smart City Gnosys

Smart city article details

Title Raising Citizens And Institutions Awareness Of Environmental Problems Using Smart Sensing Technologies
ID_Doc 44108
Authors Vega A.C.; De Lucia J.G.P.; Poza-Lujan J.-L.; Cecilia J.M.; Calafate C.T.; Manzoni P.
Year 2022
Published Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022
DOI http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927702
Abstract One of the primary purposes of these sustainable cities is to lower pollution and waste, giving a solution to health hazards and environmental risks. This paper presents an application that shows the level of the primary pollutants and the air quality index, focusing on the city of Valencia, Spain. The objective is to enforce population awareness. For developing such an application, a wireless sensor network-based air pollution monitoring system is presented that follows the three-layer IoT architecture. The locations to place all the sensing devices were determined by initializing a random node grid across the city, grouping such nodes depending on pollutant measures, and performing a k-means algorithm to extract the centroids of clusters. We then evaluated the measurements taken for some districts periodically. Moreover, we considered historical pollutant data since November 2020 for the most critical districts and found characteristic seasonal variations. © 2022 IEEE.
Author Keywords Air quality; IoT; K-means; Smart cities; Wireless sensor network


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